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Case Studies

AI products we've shipped to production

Real systems solving real workflows, from private RAG platforms and document AI to computer vision and voice agents. Outcomes, architecture, and results.

11 case studies

Eduarise preview
AR + AI EdTech

Eduarise

Education & EdTech

AR educational toys with a built-in AI tutor. Kids scan a printed World Map and explore countries, flags and quizzes in 3D, with a Llama-3.3-70B "Companion AI" answering their questions.

70B
Param Companion AI tutor (Llama 3.3)
3D AR
Scan-to-explore learning
iOS + Android
Companion apps shipped
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Nawadiraat preview
Custom OCR & Multilingual NLP

Nawadiraat

Language, Culture & Heritage

The world's-first multilingual literature platform: a poetry/prose library, dictionaries and a custom Urdu-Nastaliq OCR model (urd_naw) contributed to Tesseract, plus a bespoke multilingual spell-checker.

9
Languages provisioned (Urdu, Sindhi, Farsi…)
12,748
Image–text pairs trained (urd_naw OCR)
Open-source
urd_naw model contributed to Tesseract
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Tecnezo preview
LMS & Verifiable Credentials

Tecnezo

STEM Education

A custom STEM learning platform for AR/VR, Robotics, AI and Game-Dev courses, with automatically issued, QR-verifiable, revocable certificates and school-bootcamp delivery.

QR-verified
Tamper-evident certificates
80%
Completion gate to auto-issue
4 tracks
AR/VR · Robotics · AI · Game Dev
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Private Financial RAG Platform preview
Private LLM / RAG

Private Financial RAG Platform

Finance & Banking

A private, on-prem / air-gapped RAG and document-intelligence platform for a fintech: analysts query financial documents, spreadsheets and live databases in natural language and get streamed, source-cited answers, with governed, need-to-know retrieval.

On-prem
Air-gapped, zero data egress
8+ LLMs
Provider-agnostic AI core
RBAC
Governed, need-to-know retrieval
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Multilingual Voice AI Agent preview
Voice AI

Multilingual Voice AI Agent

Hospitality & Customer Support

A real-time, multilingual voice AI agent that answers the phone, books and manages hotel stays, remembers callers across calls, answers from a live knowledge base, and emails a booking confirmation when the call ends.

0.4–0.8s
Caller hears first response
1.3–1.6s
Full turn on GPU (2.4–3s CPU)
On-prem / cloud
Deploy fully local or in the cloud
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BTC Forecasting & Trading Engine preview
Quant / Algorithmic Trading

BTC Forecasting & Trading Engine

Crypto & Finance

A private BTC forecasting engine that fuses ~28 market signals across nine categories into one directional call with a confidence score, adds an LLM analyst briefing, and drives an automated trading strategy that runs unattended on a VPS.

~28
Signals fused across 9 categories
Hourly
Autonomous cycles, 4h horizon
24/7 VPS
Runs unattended with crash-retry
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EyeQ — Engagement Detection preview
Computer Vision / Affective AI

EyeQ — Engagement Detection

EdTech & Research

EyeQ reads a learner's engagement from video, fusing three custom models (facial emotion, head pose and body pose) behind a FastAPI service that scores each frame and logs the result per student. The models were custom-trained on Amazon SageMaker, and the system was used in peer-reviewed research.

3 models
Emotion + head pose + body pose, fused
Per-second
Engagement logged per student & session
Published
Used in peer-reviewed research
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Hybrid Document Extraction (VLM + OCR) preview
Document AI / OCR

Hybrid Document Extraction (VLM + OCR)

Fintech & Document Automation

Our own document-extraction technique that fuses an open-source vision-language model, PaddleOCR and classical computer vision to turn messy real-world documents (receipts, invoices, cheques, forms) into clean, structured data, running entirely on open-source models with no third-party API.

Open-source
No third-party OCR / AI API
On-prem
Documents never leave your network
Messy docs
Robust on photos, skew & handwriting
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Argus — Real-Time Detection & Tracking preview
Computer Vision / Object Tracking

Argus — Real-Time Detection & Tracking

Security, Surveillance & Smart Mobility

Argus is a real-time detection and tracking engine that finds people and vehicles in crowded video and follows each one across frames with a stable ID. It pairs YOLOv8 detection with ByteTrack multi-object tracking, and holds up in dense day and night scenes. Delivered for a client we cannot name under NDA.

Multi-class
People, vehicles & more, one pipeline
Persistent IDs
ByteTrack IDs held across frames
Day & night
Robust in dense, low-light scenes
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